FTIR-ATR spectroscopy applied to quality control of grape-derived spirits

Detalhes bibliográficos
Autor(a) principal: Anjos, Ofélia
Data de Publicação: 2016
Outros Autores: Santos, António J.A., Estevinho, Leticia M., Caldeira, Ilda
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/15325
Resumo: The Fourier transform infrared (FTIR) spectroscopic method with attenuated total reflectance (ATR) was used for predicting the alcoholic strength, the methanol, acetaldehyde and fusel alcohols content of grape-derived spirits. FTIR-ATR spectrum in the mid-IR region (4000-400 cm -1 ) was used for the quantitative estimation by applying partial least square (PLS) regression models and the results were correlated with those obtained from reference methods. In the developed method, a cross-validation with 50% of the samples was used for PLS analysis along with a validation test set with 50% of the remaining samples. Good correlation models with a great accuracy were obtained for methanol (r 2 = 99.4; RPD = 12.8), alcoholic strength (r 2 = 97.2; RPD = 6.0), acetaldehyde (r 2 = 98.2; RPD = 7.5) and fusel alcohols (r 2 from 97.4 to 94.1; RPD from 6.2 to 4.1). These results corroborate the hypothesis that FTIR-ATR is a useful technique for the quality control of grape-derived spirits, whose practical application may improve the efficiency and quickness of the current laboratory analysis.
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spelling FTIR-ATR spectroscopy applied to quality control of grape-derived spiritsAlcoholic strengthAttenuated total reflectanceFourier transform infrared spectroscopyFusel alcoholsGrape-derived spiritsMethanolThe Fourier transform infrared (FTIR) spectroscopic method with attenuated total reflectance (ATR) was used for predicting the alcoholic strength, the methanol, acetaldehyde and fusel alcohols content of grape-derived spirits. FTIR-ATR spectrum in the mid-IR region (4000-400 cm -1 ) was used for the quantitative estimation by applying partial least square (PLS) regression models and the results were correlated with those obtained from reference methods. In the developed method, a cross-validation with 50% of the samples was used for PLS analysis along with a validation test set with 50% of the remaining samples. Good correlation models with a great accuracy were obtained for methanol (r 2 = 99.4; RPD = 12.8), alcoholic strength (r 2 = 97.2; RPD = 6.0), acetaldehyde (r 2 = 98.2; RPD = 7.5) and fusel alcohols (r 2 from 97.4 to 94.1; RPD from 6.2 to 4.1). These results corroborate the hypothesis that FTIR-ATR is a useful technique for the quality control of grape-derived spirits, whose practical application may improve the efficiency and quickness of the current laboratory analysis.The authors thank the technical support of Amélia Soares, Deolinda Mota and Otília Cerveira and the support of Centro de Estudos Florestais, a research unit funded by FCT (PEst-OE/AGR/ UI0239-2014) and Instituto de Ciências Agrárias e Ambientais Mediterrânicas, a research unit funded by FCT (PEst-OE/AGR/ UI0115/2014). The authors also thank to Centro de Biotecnologia de Plantas da Beira Interior for the FTIR-ATR equipment and software OPUS availability.Biblioteca Digital do IPBAnjos, OféliaSantos, António J.A.Estevinho, Leticia M.Caldeira, Ilda2018-01-25T10:00:00Z20162016-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/15325engAnjos, Ofélia; Santos, António J.A.; Estevinho, Letícia M.; Caldeira, Ilda (2016). FTIR-ATR spectroscopy applied to quality control of grape-derived spirits. Food Chemistry. ISSN 0308-8146. 205, p. 28-350308-814610.1016/j.foodchem.2016.02.128info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:35:50Zoai:bibliotecadigital.ipb.pt:10198/15325Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:04:56.860679Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
title FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
spellingShingle FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
Anjos, Ofélia
Alcoholic strength
Attenuated total reflectance
Fourier transform infrared spectroscopy
Fusel alcohols
Grape-derived spirits
Methanol
title_short FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
title_full FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
title_fullStr FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
title_full_unstemmed FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
title_sort FTIR-ATR spectroscopy applied to quality control of grape-derived spirits
author Anjos, Ofélia
author_facet Anjos, Ofélia
Santos, António J.A.
Estevinho, Leticia M.
Caldeira, Ilda
author_role author
author2 Santos, António J.A.
Estevinho, Leticia M.
Caldeira, Ilda
author2_role author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Anjos, Ofélia
Santos, António J.A.
Estevinho, Leticia M.
Caldeira, Ilda
dc.subject.por.fl_str_mv Alcoholic strength
Attenuated total reflectance
Fourier transform infrared spectroscopy
Fusel alcohols
Grape-derived spirits
Methanol
topic Alcoholic strength
Attenuated total reflectance
Fourier transform infrared spectroscopy
Fusel alcohols
Grape-derived spirits
Methanol
description The Fourier transform infrared (FTIR) spectroscopic method with attenuated total reflectance (ATR) was used for predicting the alcoholic strength, the methanol, acetaldehyde and fusel alcohols content of grape-derived spirits. FTIR-ATR spectrum in the mid-IR region (4000-400 cm -1 ) was used for the quantitative estimation by applying partial least square (PLS) regression models and the results were correlated with those obtained from reference methods. In the developed method, a cross-validation with 50% of the samples was used for PLS analysis along with a validation test set with 50% of the remaining samples. Good correlation models with a great accuracy were obtained for methanol (r 2 = 99.4; RPD = 12.8), alcoholic strength (r 2 = 97.2; RPD = 6.0), acetaldehyde (r 2 = 98.2; RPD = 7.5) and fusel alcohols (r 2 from 97.4 to 94.1; RPD from 6.2 to 4.1). These results corroborate the hypothesis that FTIR-ATR is a useful technique for the quality control of grape-derived spirits, whose practical application may improve the efficiency and quickness of the current laboratory analysis.
publishDate 2016
dc.date.none.fl_str_mv 2016
2016-01-01T00:00:00Z
2018-01-25T10:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/15325
url http://hdl.handle.net/10198/15325
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Anjos, Ofélia; Santos, António J.A.; Estevinho, Letícia M.; Caldeira, Ilda (2016). FTIR-ATR spectroscopy applied to quality control of grape-derived spirits. Food Chemistry. ISSN 0308-8146. 205, p. 28-35
0308-8146
10.1016/j.foodchem.2016.02.128
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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